This repository contains all the necessary material to implement a YOLOv3 object detection algorithm on the PYNQ-Z2 FPGA. There is a step-by-step tutorial associated so everyone can do it.
-
Updated
Jul 17, 2024 - C++
This repository contains all the necessary material to implement a YOLOv3 object detection algorithm on the PYNQ-Z2 FPGA. There is a step-by-step tutorial associated so everyone can do it.
A digital safe designed in Vivado, which has a 4 digit decimal password, and is implemented on PYNQ-Z2 board and RPI-Logic board
Canny edge detection in HLS
Hardware Accelerator for ML
Complete collection of general resource of Pynq Z2
Working 8x8 systolic array hardware implemented in Xilinx Vivado, operated and controlled in software using Xilinx Vitis
Low Precision(quantized) Yolov5
Polynomial multiplier for the Xilinx Pynq-z2 FPGA board.
FPGA Implementation of Image Processing for MNIST Dataset Based on Convolutional Neural Network Algorithm (CNN)
Low-Precision YOLO on PYNQ with FINN
ASC_CPM is a Cluster Power Manager solution, to be used for testing purposes or extensive fault injection campaigns involving a cluster of devices. (Daniele Rizzieri - 2023)
A project that involves the hardware design (VHDL) of a circuit on FPGA that performs the filtering of an image through an isotropic filter. The circuit is also tested and validated (both from the point of view of the error and from the point of view of the quality of the filtering) through procedures described in MATLAB.
A Verilog implementation of a hand-written digit recognition Neural Network
Useful VHDL scripts for hardware description.
By Sem Kirkels, Nathan Bruggeman, Indy Penders and Axel Vanherle. This sends a random value from the pynq to a server running openremote.
Add a description, image, and links to the pynq-z2 topic page so that developers can more easily learn about it.
To associate your repository with the pynq-z2 topic, visit your repo's landing page and select "manage topics."